Victoria Etnier Villamil: From Johnson's Kids to Lemonade Opera: The American Classical Singer Comes of Age
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Boston: Northeastern University Press, 2004 332 pages, $40.00 Victoria Etnier Villamil’s delightful book covers two decades of relatively recent operatic history, from 1935 to about 1955. But the era it chronicles seems as distant today as the age of the pyramids. It’s hard for contemporary opera lovers to imagine a time when opera companies were not thick on the ground, when American singers didn’t dominate their rosters, when cities such as Chicago, Seattle, St. Louis, Houston, Dallas, and Washington, D.C., were not thriving centers of operatic activity. But those days were not that long ago, and this engaging history explains how opera was transformed just before, during, and just after World War II—in other words, the period of Canadian-born Edward Johnson’s leadership of America’s premier company, the Metropolitan Opera. As the author describes her work in the preface, “It is the story of a generation of classically trained American singers who saw their profession, their image, and their art transformed by the extraordinary times in which they lived; it is about the obstacles they overcame, the breakthroughs they made, and the legacy they left” (p. ix).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it